She practically skipped down the stairs, a vibrant energy coursing through her veins. The discovery of Ben's list had ignited a fire of excitement within her. She was brimming with anticipation and plans.

“Run a marathon,” she read, her voice filled with delight. "We'll train together," she thought to herself. She imagined them, side-by-side, pushing each other, supporting each other, and sharing the finish line.

The next point on the list: “See a Broadway show.” She knew exactly which show he wanted to see, the cast, the songs. She felt a warm glow spread through her, a sense of profound happiness. She had never been more prepared to turn his dreams into realities. She felt completely alive and engaged.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351